Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-08-10 1.470229 1.840941 2.340906 3.095845 4.271140 6.166120 9.823001
2025-08-17 1.043679 1.444194 2.082134 3.287545 5.884509 12.779098 47.178014
2025-08-24 0.810840 1.186378 1.845942 3.289517 7.286314 24.996695 942.015339
2025-08-31 0.658155 0.995670 1.625333 3.144571 8.222881 45.844552 NaN
2025-09-07 0.581293 0.909726 1.562212 3.315644 10.726592 154.156652 NaN
2025-09-14 0.514158 0.823484 1.465553 3.333413 12.927676 898.971756 NaN
2025-09-21 0.455621 0.740954 1.350884 3.226069 14.414615 239115.574236 NaN
2025-09-28 0.411990 0.679554 1.267506 3.174557 16.505715 NaN NaN
2025-10-05 0.394662 0.667539 1.297785 3.559303 25.853850 NaN NaN
2025-10-12 0.372440 0.641199 1.284513 3.775840 37.332405 NaN NaN
2025-10-19 0.345853 0.601363 1.225488 3.753262 45.859428 NaN NaN
2025-10-26 0.318838 0.557140 1.145189 3.582124 49.319192 NaN NaN
2025-11-02 0.301817 0.533650 1.119890 3.690125 70.872461 NaN NaN
2025-11-09 0.289338 0.518822 1.116481 3.928065 127.707909 NaN NaN
2025-11-16 0.273184 0.493528 1.076544 3.928514 185.201467 NaN NaN
2025-11-23 0.255280 0.462289 1.012824 3.740529 202.647150 NaN NaN
2025-11-30 0.246565 0.451681 1.010825 3.961963 521.254590 NaN NaN
2025-12-07 0.235335 0.433856 0.982515 3.985039 1133.740996 NaN NaN
2025-12-14 0.222734 0.411580 0.936144 3.845780 1605.308576 NaN NaN
2025-12-21 0.212322 0.393753 0.901681 3.779160 3494.757479 NaN NaN
2025-12-28 0.210127 0.395732 0.933250 4.279962 NaN NaN NaN
2026-01-04 0.204964 0.389785 0.936782 4.565020 NaN NaN NaN
2026-01-11 0.196891 0.375773 0.909452 4.535192 NaN NaN NaN